Deloitte Revenue Intellect provides tools for denial management, anomaly detection, vendor management, payer responsiveness, underpayment discovery, account segmentation, cost-to-collect intelligence, and smart liability estimation. The platform uses machine learning and data analytics to identify revenue recovery opportunities, streamline financial processes, and improve patient satisfaction through actionable insights and performance monitoring.

Etyon provides AI-enabled solutions for optimizing revenue cycle management in healthcare. Their offerings include data integration, denial management, insurance payment risk prediction, patient payment risk prediction, contract management, labor optimization, and treasury management. Etyon's tools enhance performance tracking, predict and manage financial risks, and ensure accurate reimbursements through data analytics and ML capabilities.

MedeAnalytics Business Office provides analytics for revenue cycle performance, with actionable insights to reduce bad debt, lower denials, and improve collections. Key features include denial management, A/R monitoring, collectability analytics, predictive cash flow forecasting, and staff productivity dashboards.

RevOps Health offers a revenue intelligence platform for visualizing and analyzing revenue data, a data fusion engine to integrate and correct data from multiple sources, and a data acquisition system that can extract data from various systems with or without API support. The technology unifies clinical, payment, and insurance data to provide complete visibility and streamline reimbursement activities.

Rivet Revenue Diagnostics offers visibility into financial health by forecasting revenue and cash collections more accurately. It integrates with EHR and practice management systems, using historical and contracted rates to provide granular metrics and dynamic reporting. The platform identifies revenue leakage, evaluates payer and provider performance, and visualizes the impact of claim adjudication cycles and denials.

Rev/Track provides AI-powered reporting for RCM with interactive dashboards and detailed reports of payment behaviors, insurance denials, collection trends, and strategy performance. Rev/Track helps visualize patient segments, monitor key metrics, track denial and liquidation rates, and evaluate collection strategies, improving operational efficiency and financial outcomes.

VisiQuate Revenue Cycle Analytics provides healthcare organizations with data visualizations and predictive analytics to optimize revenue management processes. Features include root cause analysis, anomaly detection, and geographic mapping to improve cash flow, staff productivity, and payer negotiations. Users can perform ad-hoc queries, access self-service reporting, and receive alerts to help address systemic defects and enhance revenue integrity.